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6. EP 1997: Indianapolis, Indiana, USA
- Peter J. Angeline, Robert G. Reynolds, John R. McDonnell, Russell C. Eberhart:
Evolutionary Programming VI, 6th International Conference, EP97, Indianapolis, Indiana, USA, April 13-16, 1997, Proceedings. Lecture Notes in Computer Science 1213, Springer 1997, ISBN 3-540-62788-X
1 Evolutionary Methods for Modeling and Training
- Mark W. Davis:
Complexity Formalisms, Order and Disorder in the Structure of Art. 3-12 - Akira Imada, Keijiro Araki:
Searching Real-Valued Synaptic Weights of Hopfield's Associative Memory Using Evolutionary Programming. 13-22 - Gary B. Fogel:
The Application of Evolutionary Computation to Selected Problems in Molecular Biology. 23-34 - Gerrit Riessen, Graham J. Williams, Xin Yao:
PEPNet: Parallel Evolutionary Programming for Constructing Artificial Neural Networks. 35-46 - Ralf Salomon:
Scaling Behavior of the Evolution Strategy when Evolving Neuronal Control Architectures for Autonomous Agents. 47-57
2 Alternative Frameworks for the Computational Study of Evolutionary Social Systems
- Benedikt Stefansson:
Swarm: An Object Oriented Simulation Platform Applied to Markets and Organizations. 61-72 - David McFadzean, Leigh Tesfatsion:
An Agent-Based Computational Model for the Evolution of Trade Networks. 73-83
3 Genetic Programming: Issues and Applications
- Chris Clack, Tina Yu:
Performance-Enhanced Genetic Programming. 87-100 - Peter J. Angeline:
Comparing Subtree Crossover with Macromutation. 101-112 - John Polito, Jason M. Daida, Tommaso F. Bersano-Begey:
Musica ex Machina: Composing 16th-Century Counterpoint with Genetic Programming and Symbiosis. 113-124 - John R. Koza, David Andre, Forrest H. Bennett III, Martin A. Keane:
Design of a High-Gain Operational Amplifier and Other Circuits by Means of Genetic Programming. 125-136 - Shu-Heng Chen, Chia-Hsuan Yeh:
Modeling Speculators with Genetic Programming. 137-147
4 Issues in Evolutionary Optimization
- Xin Yao, Yong Liu:
Fast Evolution Strategies. 151-162 - Daniel Delahaye, Amedeo R. Odoni:
Airspace Congestion Smoothing by Stochastic Optimization. 163-176 - Hyun Myung, Jong-Hwan Kim:
Evolian: Evolutionary Optimization Based on Lagrangian with Constraint Scaling. 177-188 - Gerry V. Dozier, James Bowen, Abdollah Homaifar, Albert C. Esterline:
Solving Static and Dynamic Fuzzy Constraint Networks Using Evolutionary Hill-Climbing. 189-200 - Jinn-Moon Yang, Ying-Ping Chen, Jorng-Tzong Horng, Cheng-Yan Kao:
Applying Family Competition to Evolution Strategies for Constrained Optimization. 201-211
5 Enhanced Evolutionary Operators
- N. Saravanan, David B. Fogel:
Multi-operator Evolutionary Programming: A Preliminary Study on Function Optimization. 215-222 - Ben S. Hadad, Christoph F. Eick:
Supporting Polyploidy in Genetic Algorithms Using Dominance Vectors. 223-234 - Stephen A. Stanhope, Jason M. Daida:
An Individually Variable Mutation-Rate Strategy for Genetic Algorithms. 235-246 - Michèle Sebag, Marc Schoenauer, Caroline Ravise:
Inductive Learning of Mutation Step-Size in Evolutionary Parameter Optimization. 247-261
6 Theory and Analysis of Evolutionary Computations
- Hans-Georg Beyer, David B. Fogel:
A Note on the Escape Probabilities for Two Alternative Methods of Selection Under Gaussian Mutation. 265-274 - Ralf Salomon:
Raising Theoretical Questions About the Utility of Genetic Algorithms. 275-284 - Thomas M. English:
Some Geometric and Algebraic Results on Crossover. 285-296 - Xin Yao, Guangming Lin, Yong Liu:
An Analysis of Evolutionary Algorithms Based on Neighborhood and Step Sizes. 297-307
7 Issues in Adaptability: Theory and Practice
- Ahmet Ugur, Michael Conrad:
Stucturing Pattern Generalization Through Evolutionary Techniques. 311-322 - Robert G. Reynolds, Chan-Jin Chung:
A Cultural Algorithm Framework to Evolve Multi-Agent Cooperation with Evolutionary Programming. 323-334 - Peter J. Angeline:
Tracking Extrema in Dynamic Environments. 335-345
8 Evolution and NP-Hard Problems
- Hans-Thomas Nürnberg, Hans-Georg Beyer:
The Dynamics of Evolution Strategies in the Optimization of Traveling Salesman Problems. 349-360 - Kumar Chellapilla, David B. Fogel:
Exploring Self-Adaptive Methods to Improve the Efficiency of Generating Approximate Solutions to Travelling Salesman Problems Using Evolutionary Programming. 361-372 - John R. McDonnell, Ward C. Page, David B. Fogel, Lawrence J. Fogel:
Optimizing Fuel Distribution Through Evolutionary Programming. 373-382 - Shyh-Chang Lin, Erik D. Goodman, William F. Punch III:
Investigating Parallel Genetic Algorithms on Job Shop Scheduling Problems. 383-393
9 Engineering, Decision Support, and Control Applications
- Kevin M. Nelson:
Using Evolutionary Programming for Finite Element Problems. 397-406 - Kumar Chellapilla, David B. Fogel, Sathyanarayan S. Rao:
Gaining Insight into Evolutionary Programming Through Landscape Visualization: An Investigation into IIR Filtering. 407-418 - V. William Porto, Lawrence J. Fogel:
Evolution of Intelligently Interactive Behaviors for Simulated Forces. 419-430 - Sushil J. Louis, Gan Li:
Combining Control Strategies Using Genetic Algorithms with Memory. 431-442 - Robert G. Reynolds, Ayman Nazzal:
Using Cultural Algorithms with Evolutionary Computing to Extract Site Location Decisions from Spatio-Temporal Databases. 443-456
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